A Walkthrough of the Machine Learning Life Cycle
by Do you have a project idea but you don’t know where to start? Or maybe you have a dataset and want to build a machine …
Tag: Model Governance
Understanding the Confusion Matrix for Model Evaluation & Monitoring
Introduction Anyone can build a machine learning (ML) model with a few lines of code, but building a good machine learning model is a whole …
How to Explain Model Bias to Regulators
by What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …
What is Model Drift?
“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …
How to Evaluate Your Machine Learning Models with Python Code!
Use these methods to ensure that you’ve created a good machine learning model with python code. You’ve finally built your machine learning model to predict …
All Machine Learning Models Explained in 6 Minutes
Intuitive explanations of the most popular machine learning models. In my previous article, I explained what regression was and showed how it could be used in application. …
The New Operating Model for Enterprises
by Moving from “data-centric” to “model-centric” — Every two days now we create as much information as we did from the dawn of civilization up until …